How Education professionals use AI
Across education, AI shows up less as a headline and more as a set of concrete, repeatable tasks. Here are the 3 roles we cover in education and the 18 documented ways they actually put AI to work — each with the exact prompt, the workflow around it, and its sources.
3Roles
18Use cases
50Cited sources
Roles in education
Every AI use case in education
Jump straight to the task you need — every one includes a copy-ready prompt.
🎓 Professors
- Planning a class session that isn't 75 minutes of straight lecture
- Writing exam questions from your own lecture notes
- Building a rubric and calibrating grading with your TAs
- Red-teaming a grant proposal before reviewers see it
- Drafting recommendation letters that stay honest and specific
- Building an interactive simulation for a concept students keep missing
🧭 School Counselors
- Drafting recommendation letters from brag sheets that still sound like you
- Planning a small-group counseling series aligned to ASCA standards
- Writing sensitive parent emails — with a careful home-language version
- Turning intervention data into a results report your principal reads
- Building an answer bank for college and financial aid season
- Coaching college essay brainstorming without writing a word for the student
🍎 Teachers
- Planning a standards-aligned lesson without starting from scratch
- Differentiating a reading passage for mixed levels and IEP accommodations
- Drafting a difficult parent email that stays professional
- Building a rubric and a feedback comment bank in one pass
- Turning any text into a quiz with distractors that diagnose misconceptions
- Writing report card comments that don't sound canned